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Approfondimenti sull’intelligenza artificiale per le industrie regolamentate

Casi d'uso, idee sul prodotto e note tecniche del team che crea il framework di intelligenza artificiale generativa.

Perspective2026-27-08 · 5 min read

The Model Isn't the Product. Control Over the Model Is.

Every AI platform will tell you which foundation models it supports. Fewer will tell you why that list matters — and almost none will tell you what happens after you pick one: who controls the spend, who controls the routing, and who's accountable when a model makes a call your compliance team has to answer for.

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Perspective

Your Data Has Been Waiting for This

For twenty years, integration has meant custom connectors, engineering time, and brittle systems. Scalata's Data Marketplace changes that by giving AI agents governed, intelligent access to the systems and data institutions already depend on.

2026-20-08 · 6 min read Perspective

From Prompt to Polished Report: How Scalata's Document AI Builds PDF and Word Documents You Can Actually Trust

Every institutional finance team knows the drill. The analysis is done, the numbers are validated, and then the real work begins: turning it all into a client-ready document.

Aug 3, 2026 · 7 min read Perspective

Cracking the Tape: Gen AI and the Legacy Data Liberation Movement

Decades of valuable financial data remain trapped in legacy formats that modern systems cannot understand. Gen AI is changing that by reconstructing schemas, interpreting historical records, and making forgotten data usable again.

Jul 22, 2026 · 6 min read Perspective

Agentic Document AI: Reports That Manage Themselves

Document AI transforms reports into governed, automated workflows—handling distribution, scheduling, approvals, printing, and system integrations so reporting becomes a continuous operation instead of a manual process.

Jul 22, 2026 · 5 min read Perspective

The Financial Agent Advantage: Why Table AI Wins Where Others Fail

Most AI data platforms work only when financial data is already clean, structured, and connected. Table AI combines schema intelligence, financial-domain expertise, write-back capabilities, and auditable agents to operate across complex financial data environments.

Jun 26, 2026 · 8 min read Perspective

The Living Data Dictionary: Gen AI and the Future of Schema Management

Static data dictionaries cannot keep pace with modern financial systems. Gen AI schema management creates a living, self-updating knowledge base that documents data, tracks changes, and strengthens governance in real time.

Jun 22, 2026 · 6 min read Perspective

Applying Gen AI LLMs Inside Your Data: The Intelligence Layer That Changes Everything

Embedded Gen AI transforms financial data into an intelligent, self-describing, and continuously improving foundation that identifies risk, validates information, and creates structured insights at the moment data enters the organization.

Jun 18, 2026 · 6 min read Perspective

The Python Agent Advantage: Complex Logic, Machine Learning, and the Art of the Alias

Large language models understand intent, but Python agents execute the deterministic logic financial institutions require. Together they enable auditable, intelligent financial data processing at scale.

Jun 15, 2026 · 5 min read Perspective

Agentic Document AI: The AI Decks That Look Like Your Firm Built Them

Document AI generates fully branded, editable PowerPoint presentations that follow your firm's templates, styling, and workflows—turning hours of formatting into minutes of review.

Jun 10, 2026 · 4 min read Perspective

The Data Complexity Crisis in Finance

Financial institutions spend billions reconciling fragmented data across legacy systems. Table AI introduces semantic schema intelligence that understands financial data rather than simply moving it.

Jun 9, 2026 · 5 min read Perspective

Six Conversations We Have With Every New Customer

The first ninety days of an AI deployment reveal the same six organizational questions about ownership, escalation, permissions, cross-team use, compliance, and scaling digital employees.

Jun 1, 2026 · 7 min read Perspective

Onboarding a Digital Employee: Why It's Nothing Like Deploying Software

Digital employees need more than technical configuration. They require defined roles, managers, permissions, handoffs, and escalation paths before they can operate safely and effectively inside an organization.

May 26, 2026 · 7 min read Perspective

Mapping the Work: How a Workforce Graph Handles Tasks, Handoffs, and the Messy Middle

AI agents are only as effective as the workflows they operate within. A workforce graph transforms tasks, handoffs, and escalations into structured, queryable infrastructure that allows humans and digital employees to work together seamlessly.

May 13, 2026 · 8 min read Perspective

Your Org Chart Is a Lie: Why Graph Technology Is the Right Substrate for the Modern Workforce

Traditional org charts capture only a fraction of how modern organizations actually operate. Workforce graphs provide the foundation for managing both human and digital employees in complex, regulated enterprises.

May 8, 2026 · 7 min read Perspective

Meet the Digital Employee: What Happens When AI Gets a Seat on the Org Chart

A new category of worker is emerging—one that owns a role, not just answers a question. Here's what changes when AI gets a place on the org chart.

May 6, 2026 · 5 min read Perspective

From Co-Pilots to Digital Employees: Why Agentic AI Is the Next Shift in Financial Services

AI in finance is evolving from assistive co-pilots to autonomous digital employees. The next generation of financial AI will execute workflows continuously, concurrently, and under institutional governance.

Apr 29, 2026 · 7 min read Perspective

AlphaSense vs Hebbia vs Perplexity Computer — Why Financial Institutions Still Hit a Wall

AlphaSense, Hebbia, and Perplexity Computer have transformed financial research and agentic deliverable creation, but institutions still face a critical last-mile challenge: integrating AI into persistent, governed, and controlled operational systems.

Apr 27, 2026 · 7 min read Perspective

The Race to Own Financial Research: Grid AI Platforms Are Converging — But the Real Differentiator Is Execution

Grid AI platforms are rapidly converging around document analysis and agentic research. The next competitive frontier is execution: persistent workflows, concurrent AI agents, and governance-ready financial infrastructure.

Apr 21, 2026 · 6 min read Perspective

Scalata AI Has Its Own Agentic Grid AI That Will Define the Next Era of Financial Infrastructure

Grid AI transformed document analysis, but the next generation of financial AI will combine interactive document intelligence, agentic workflows, and governance-ready infrastructure.

Apr 6, 2026 · 2 min read Perspective

Grid AI Shows the Future of Document Analysis for Research and Due Diligence Purposes — But Financial AI Requires Interactive, Governed Systems

Grid AI has transformed document analysis for financial professionals, but the next generation of financial AI will be built on interactive workflows, continuous inference, and governance-ready infrastructure.

Apr 1, 2026 · 3 min read Perspective

Grid AI Is Transforming Financial Research — But Workflow Intelligence and Governance Will Determine What Actually Scales

Grid AI has changed how financial professionals analyze information, but the next generation of AI platforms will be defined by workflow intelligence, governance, and agentic execution—not document search alone.

Mar 24, 2026 · 4 min read Perspective